一般社団法人 電子情報通信学会 THE INSTITUTE OF ELECTRONICS, 社団法人 電子情報通信学会 INFORMATION AND COMMUNICATION ENGINEERS 信学技報 IEICE Technical Report NLC ( ) 信学

Size: px
Start display at page:

Download "一般社団法人 電子情報通信学会 THE INSTITUTE OF ELECTRONICS, 社団法人 電子情報通信学会 INFORMATION AND COMMUNICATION ENGINEERS 信学技報 IEICE Technical Report NLC ( ) 信学"

Transcription

1 一般社団法人 電子情報通信学会 THE INSTITUTE OF ELECTRONICS, 社団法人 電子情報通信学会 INFORMATION AND COMMUNICATION ENGINEERS 信学技報 IEICE Technical Report NLC ( 信学技報 TECHNICAL REPORT OF IEICE. THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS 実テキストの情報分析のための頑健な言語処理基盤 河原 大輔 禎夫 黒橋 林部 祐太 森田 一 Arseny Tolmachev 京都大学 大学院情報学研究科 京都府京都市左京区吉田本町 あらまし ブログ tweet SNS などの実テキストには 物事や商品 サービスに関する評価 意見などの人々の生の 声が書かれており 人が意思決定をするとき あるいは企業が自社の商品の評価を分析する上で貴重な情報源となる これらの実テキストの分析を計算機で支援するためには 未知語や表記ゆれに対して頑健な形態素解析 構文解析な どの基盤解析が必要となる 本論文では 実テキストの情報分析のための頑健な言語処理基盤について議論する キーワード 実テキスト 形態素解析 構文解析 語彙知識 Robust Language Processing Infrastructure for Information Analysis of Real Texts Daisuke KAWAHARA, Sadao KUROHASHI, Yuta HAYASHIBE, Hajime MORITA, and Arseny TOLMACHEV Department of Informatics, Kyoto University Yoshida-honmachi, Sakyo-ku, Kyoto, Japan Abstract On real texts, such as blog articles, tweets and SNS texts, people s real voices are written about evaluations and opinions on things, products and services. These are valuable information sources when people make decisions, and companies evaluate their products. To automatically analyze such real texts, it is essential to robustly perform fundamental analyses, such as morphological analysis and syntactic parsing, because real texts contain many unknown words and spelling variations. This paper discusses a robust language processing infrastructure for information analysis of real texts. Key words real texts, morphological analysis, syntactic parsing, lexical knowledge ら役に立つ情報を得るためには 計算機で実テキストを解析 1. は じ め に 分析することが必要不可欠である 近年 インターネットが普及し 日本では人口の約 80%にあ 注 2 たる 1 億人が利用するようになっている その中で多くの 人が ブログ tweet SNS などに 物事や商品に対する評価 意見などを書き 情報発信している これらのテキスト (ここ では 実テキスト と呼ぶ は人々の生の声であるため 人が 意思決定をするとき あるいは企業が自社の商品の評価を分析 実テキストの解析 分析における問題として 新語 専門用 語 固有名詞などの未知語の問題 主にひらがな書きによる単 語区切りの曖昧性などがある 以下にこれらの例を示す (1 市ヶ谷有咲 の ねんどろいど 欲しいですねぇ (2 あの店は でもの がよく見つかる する上で貴重な情報源となる このような実テキストは ビッ (1 では 市ヶ谷有咲 という人名 (キャラクター名 および ね グデータ の一つであり 莫大な量が存在するため その中か んどろいど という語 (2 では でもの という語を正しく 認識する必要がある 注 1 第 3 著者の現在の所属はフェアリーデバイセズ株式会社 第 4 著者の現 在の所属は株式会社富士通研究所 注 2 総 務 省 平 成 28 年 版 情 報 通 信 白 書: johotsusintokei/whitepaper/ja/h28/html/nc html 我々は 実テキストの情報分析のための頑健な言語処理基盤 を開発しており 本稿ではこれまでの我々の取り組みについて 述べる 具体的には 形態素解析のための語彙獲得 形態素解 This article is a technical report without peer review, and its polished and/or extended version may be published elsewhere. Copyright 2017 by IEICE

2 JUMAN++JUMAN++ 2. JUMAN++ JUMAN++ Recurrent Neural Network (RNN [1] [2] 2. 1 Web Wikipedia Wiktionary Web JUMAN++ Wikipedia Wiktionary Wikipedia [3] Wikipedia (2016/06/ ( : 4 JUMAN Wikipedia : Wikipedia Wikipedia A B B / A B A B / Wiktionary Wiktionary (2016/06/01 1 Wikipedia 2,000 Wiktionary Wiktionary JUMAN++ ( Web [4] ( 1.1 Web 3 3 URL 1 ( ,000 2,000 MeCab JUMAN KyTea JUMAN++V JUMAN++V JUMAN JUMAN++ JUMAN++ 2 Exact Soft Confidence Weighted [5] RNN RNN y s Y(s ŷ ŷ = argmax y Y(s score(y (1 score(y score(y = (1 αφ(y w + α log(p r (y (2 α Φ(y y w p r(y RNN w JUMAN++ JUMAN++ JUMAN++ 2 CPU JUMAN++V2 id RNN JUMAN++V2 RNN

3 2 JUMAN++ (NEWS WEB F FMAC-jpp FMAC-other NEWS WEB jpp other (NEWS+WEB NEWS 2,727 (36, (1,783 WEB 4,427 (13, (2,195 MeCab(+IPADIC JUMAN KyTea (Full SVM Model 4 JUMAN++V1 ( JUMAN++V2 ( CPU Intel i7-6850k 64GB OS Ubuntsu gcc Ofast -march=native ,000 5 JUMAN , unigram trigram unigram bigram RNN RNN RNN JUMAN++V2 3. JUMAN % SNS Fairy Morphological Annotated Corpus ( FMAC [6] 6 FMAC Wikipedia (3?? FMAC 2,000 1,400 7 FMAC-jpp: (741 FMAC-other: (644 JUMAN++ FMAC-jpp FMAC-other JUMAN++ JUMAN++ 1 JUMAN++ 2 (1? 3 (2 JUMAN++ NEWS [7] WEB [8] 3 NEWS WEB NEWS WEB NEWS WEB F FMAC-jpp FMAC-other 2 FMAC-jpp FMAC-other closed KyTea FMAC MeCab+Unidic (

4 NEWS WEB FMAC-jpp FMAC-jpp (4 (5 JUMAN++ JUMAN++ (4 (5 FMAC-jpp (6 (7 (6 (7 4. (8 ( ( (8 ( ( [9] [10] Web 100 [11] Web 1 word2vec 8 [12] 4. 1 CKY (1 CKY N-best CKY CKY 1 1 (2 CKY 9 CKY ( (3 2 1 ( b ( b ( 1(a ( 1(b ( (4 ( 1 ( ( 1(a ( ( 1(b 2 ( 4. 2 CaboCha 10 [13]

5 !!"!"#$!"# $#% "!"#$# %#*# (#&'# (./0123+,-.!!"!"#$!"# $#% "./ !"#$# %#*( #&'#( $ $ % % & &' (* +' ' *( *#(./ *#(# &'#( & &' (* +' ' *( *( #&'# *#( (./ !"#$% &'!" ( *+!"#"$%&, -!!#'(./!#*( !,(34!,(56!,(+++,,- &'#( !"!" # $!"#$%%&!&"$%'!&'$%((( (!*'+$%*!*,++$((( +, -./!&#"$%0!--$%(((,,- &'#( - (a ( (b ( 1 L-BFGS b 1 b NEWS WEB 2 NEWS WEB JUMAN++ N-best N-best 10-way jackknifing JUMAN++ 11 JUMAN++ N-best b 10 Classias 12 L1 KNP 13 CaboCha JUMAN N-best KNP [13] KNP CaboCha [14] CRF SVM Shift-Reduce CRF SVM CaboCha CRF KNP KNP ( KNP+CaboCha ( + ( F N-best 2 (9 JUMAN

6 4 ( F KNP CaboCha KNP+CaboCha NEWS wo/ N-best N-best KNP CaboCha KNP+CaboCha WEB wo/ N-best N-best (10 JUMAN++ 4 (11 N-best 5. JUMAN Web [1] T. Mikolov, M. Karafiát, L. Burget, J. Cernockỳ, and S. Khudanpur, Recurrent neural network based language model, Interspeech, vol.2, p.3, [2] H. Morita, D. Kawahara, and S. Kurohashi, Morphological analysis for unsegmented languages using recurrent neural network language model, Proceedings of EMNLP2015, pp , [3] 18 pp [4] Y. Murawaki and S. Kurohashi, Online acquisition of Japanese unknown morphemes using morphological constraints, Proceedings of EMNLP2008, pp , [5] J. Wang, P. Zhao, and S.C. Hoi, Exact soft confidenceweighted learning, Proceedings of ICML-12, pp , [6] 231 pp.9: [7] D. Kawahara, S. Kurohashi, and K. Hasida, Construction of a Japanese relevance-tagged corpus, Proceedings of LREC2002, pp , [8] vol.21 no.2 pp [9] 220 pp.1: [10] D. Kawahara, Y. Hayashibe, H. Morita, and S. Kurohashi, Automatically acquired lexical knowledge improves Japanese joint morphological and dependency analysis, Proceedings of IWPT2017, 2017 (to appear. [11] 224 pp.14: [12] T. Mikolov, C. Kai, G. Corrado, and J. Dean, Efficient estimation of word representations in vector space, Proceedings of Workshop at International Conference on Learning Representations, [13] vol.14 no.4 pp [14] vol.14 no.1 pp

実テキストの情報分析のための頑健な言語処理基盤

実テキストの情報分析のための頑健な言語処理基盤 実テキストの情報分析のための頑健な言語処理基盤 河原大輔黒橋禎夫 * 林部祐太 *1 森田一 *2 Arseny Tolmachev 京都大学大学院情報学研究科 * 科学技術振興機構 CREST 1 現在の所属はフェアリーデバイセズ株式会社 2 現在の所属は株式会社富士通研究所 第 11 回テキストアナリティックス シンポジウム (2017/9/7) 実テキスト セブンの唐揚げ串美味しいし安いんですよね!!

More information

JUMAN++ version

JUMAN++ version JUMAN++ version 1.0 28 9 Morphological Analysis System JUMAN++ 1.0 Copyright 2016 Kyoto University All rights reserved. Licensed under the Apache License, Version 2.0 (the License ); you may not use this

More information

Morphological Analysis System JUMAN Copyright 2016 Kyoto University All rights reserved. Licensed under the Apache License, Version 2.0 (the Li

Morphological Analysis System JUMAN Copyright 2016 Kyoto University All rights reserved. Licensed under the Apache License, Version 2.0 (the Li JUMAN++ version 1.01 28 9 Morphological Analysis System JUMAN++ 1.01 Copyright 2016 Kyoto University All rights reserved. Licensed under the Apache License, Version 2.0 (the License ); you may not use

More information

一般社団法人電子情報通信学会 THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGIN

一般社団法人電子情報通信学会 THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGIN 一般社団法人電子情報通信学会 THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS 信学技報 IEICE Technical Report SP2019-12(2019-08)

More information

¥ì¥·¥Ô¤Î¸À¸ì½èÍý¤Î¸½¾õ

¥ì¥·¥Ô¤Î¸À¸ì½èÍý¤Î¸½¾õ 2013 8 18 Table of Contents = + 1. 2. 3. 4. 5. etc. 1. ( + + ( )) 2. :,,,,,, (MUC 1 ) 3. 4. (subj: person, i-obj: org. ) 1 Message Understanding Conference ( ) UGC 2 ( ) : : 2 User-Generated Content [

More information

自然言語処理24_705

自然言語処理24_705 nwjc2vec: word2vec nwjc2vec nwjc2vec nwjc2vec 2 nwjc2vec 7 nwjc2vec word2vec nwjc2vec: Word Embedding Data Constructed from NINJAL Web Japanese Corpus Hiroyuki Shinnou, Masayuki Asahara, Kanako Komiya

More information

Social Intelligence []... [] ( ) ( ) 一 般 の 情 報 他 人 の 情 報 人 コンテキスト 付 与 ソーシャル メディアの 普 及 により 受 け 手 は 自 分 の 認 識 を 発 信 機 械 コンテキスト 分 析 私 の 情 報 神 沼 靖 子, 内 木

Social Intelligence []... [] ( ) ( ) 一 般 の 情 報 他 人 の 情 報 人 コンテキスト 付 与 ソーシャル メディアの 普 及 により 受 け 手 は 自 分 の 認 識 を 発 信 機 械 コンテキスト 分 析 私 の 情 報 神 沼 靖 子, 内 木 THE 一 INSTITUTE 般 社 団 法 人 OF ELECTRONICS, 電 子 情 報 通 信 学 会 信 IEICE 学 技 Technical 報 Report INFORMATION THE INSTITUTE ANDOF COMMUNICATION ELECTRONICS, ENGINEERS IEICE Technical Report INFORMATION AND COMMUNICATION

More information

A Japanese Word Dependency Corpus ÆüËܸì¤Îñ¸ì·¸¤ê¼õ¤±¥³¡¼¥Ñ¥¹

A Japanese Word Dependency Corpus   ÆüËܸì¤Îñ¸ì·¸¤ê¼õ¤±¥³¡¼¥Ñ¥¹ A Japanese Word Dependency Corpus 2015 3 18 Special thanks to NTT CS, 1 /27 Bunsetsu? What is it? ( ) Cf. CoNLL Multilingual Dependency Parsing [Buchholz+ 2006] (, Penn Treebank [Marcus 93]) 2 /27 1. 2.

More information

1., 1 COOKPAD 2, Web.,,,,,,.,, [1]., 5.,, [2].,,.,.,, 5, [3].,,,.,, [4], 33,.,,.,,.. 2.,, 3.., 4., 5., ,. 1.,,., 2.,. 1,,

1., 1 COOKPAD 2, Web.,,,,,,.,, [1]., 5.,, [2].,,.,.,, 5, [3].,,,.,, [4], 33,.,,.,,.. 2.,, 3.., 4., 5., ,. 1.,,., 2.,. 1,, THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE.,, 464 8601 470 0393 101 464 8601 E-mail: matsunagah@murase.m.is.nagoya-u.ac.jp, {ide,murase,hirayama}@is.nagoya-u.ac.jp,

More information

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE.

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE. THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE. E-mail: {ytamura,takai,tkato,tm}@vision.kuee.kyoto-u.ac.jp Abstract Current Wave Pattern Analysis for Anomaly

More information

Twitter Twitter [5] ANPI NLP 5 [6] Lee [7] Lee [8] Twitter Flickr FreeWiFi FreeWiFi Flickr FreeWiFi 2. 2 Mikolov [9] [10] word2vec word2vec word2vec k

Twitter Twitter [5] ANPI NLP 5 [6] Lee [7] Lee [8] Twitter Flickr FreeWiFi FreeWiFi Flickr FreeWiFi 2. 2 Mikolov [9] [10] word2vec word2vec word2vec k DEIM Forum 2018 H1-3 700-8530 3-1-1 E-mail: {nakagawa, niitsuma, ohta}@de.cs.okayama-u.ac.jp Twitter 3 Wikipedia Weblio Yahoo! Paragraph Vector NN NN 1. doc2vec SNS 9 [1] SNS [2] Twitter 1 4 4 Wikipedia

More information

IPSJ SIG Technical Report Vol.2010-NL-199 No /11/ treebank ( ) KWIC /MeCab / Morphological and Dependency Structure Annotated Corp

IPSJ SIG Technical Report Vol.2010-NL-199 No /11/ treebank ( ) KWIC /MeCab / Morphological and Dependency Structure Annotated Corp 1. 1 1 1 2 treebank ( ) KWIC /MeCab / Morphological and Dependency Structure Annotated Corpus Management Tool: ChaKi Yuji Matsumoto, 1 Masayuki Asahara, 1 Masakazu Iwatate 1 and Toshio Morita 2 This paper

More information

自然言語処理21_249

自然言語処理21_249 1,327 Annotation of Focus for Negation in Japanese Text Suguru Matsuyoshi This paper proposes an annotation scheme for the focus of negation in Japanese text. Negation has a scope, and its focus falls

More information

36 Theoretical and Applied Linguistics at Kobe Shoin No. 20, 2017 : Key Words: syntactic compound verbs, lexical compound verbs, aspectual compound ve

36 Theoretical and Applied Linguistics at Kobe Shoin No. 20, 2017 : Key Words: syntactic compound verbs, lexical compound verbs, aspectual compound ve tikeya[at]shoin.ac.jp Difference between the Japanese Compound Verbs Das and Hajime : A Corpus-based Study Tomoko IKEYA Kobe Shoin Women s University Institute of Linguistic Sciences Abstract BCCWJ-NT

More information

NINJAL Project Review Vol.3 No.3

NINJAL Project Review Vol.3 No.3 NINJAL Project Review Vol.3 No.3 pp.107 116 March 2013 Learners Spoken Corpus of Japanese and Developmental Sequence of Verbs SAKODA Kumiko 1 C-JAS 2 2.1 1 1 8 13 3 OPI Oral Proficiency Interview 9 10

More information

, IT.,.,..,.. i

, IT.,.,..,.. i 25 To construct the system that promote a interactive method as a knowledge acquisition 1140317 2014 2 28 , IT.,.,..,.. i Abstract To construct the system that promote a interactive method as a knowledge

More information

Computational Semantics 1 category specificity Warrington (1975); Warrington & Shallice (1979, 1984) 2 basic level superiority 3 super-ordinate catego

Computational Semantics 1 category specificity Warrington (1975); Warrington & Shallice (1979, 1984) 2 basic level superiority 3 super-ordinate catego Computational Semantics 1 category specificity Warrington (1975); Warrington & Shallice (1979, 1984) 2 basic level superiority 3 super-ordinate category preservation 1 / 13 analogy by vector space Figure

More information

Vol.54 No (July 2013) [9] [10] [11] [12], [13] 1 Fig. 1 Flowchart of the proposed system. c 2013 Information

Vol.54 No (July 2013) [9] [10] [11] [12], [13] 1 Fig. 1 Flowchart of the proposed system. c 2013 Information Vol.54 No.7 1937 1950 (July 2013) 1,a) 2012 11 1, 2013 4 5 1 Similar Sounds Sentences Generator Based on Morphological Analysis Manner and Low Class Words Masaaki Kanakubo 1,a) Received: November 1, 2012,

More information

2015 9

2015 9 JAIST Reposi https://dspace.j Title ウェブページからのサイト情報 作成者情報の抽出 Author(s) 堀, 達也 Citation Issue Date 2015-09 Type Thesis or Dissertation Text version author URL http://hdl.handle.net/10119/12932 Rights Description

More information

1. HNS [1] HNS HNS HNS [2] HNS [3] [4] [5] HNS 16ch SNR [6] 1 16ch 1 3 SNR [4] [5] 2. 2 HNS API HNS CS27-HNS [1] (SOA) [7] API Web 2

1. HNS [1] HNS HNS HNS [2] HNS [3] [4] [5] HNS 16ch SNR [6] 1 16ch 1 3 SNR [4] [5] 2. 2 HNS API HNS CS27-HNS [1] (SOA) [7] API Web 2 THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE. 657 8531 1 1 E-mail: {soda,matsubara}@ws.cs.kobe-u.ac.jp, {masa-n,shinsuke,shin,yosimoto}@cs.kobe-u.ac.jp,

More information

IPSJ SIG Technical Report Vol.2011-DBS-153 No /11/3 Wikipedia Wikipedia Wikipedia Extracting Difference Information from Multilingual Wiki

IPSJ SIG Technical Report Vol.2011-DBS-153 No /11/3 Wikipedia Wikipedia Wikipedia Extracting Difference Information from Multilingual Wiki Wikipedia 1 2 3 Wikipedia Wikipedia Extracting Difference Information from Multilingual Wikipedia Yuya Fujiwara, 1 Yu Suzuki 2 and Akiyo Nadamoto 3 There are multilingual articles on the Wikipedia. The

More information

1 7.35% 74.0% linefeed point c 200 Information Processing Society of Japan

1 7.35% 74.0% linefeed point c 200 Information Processing Society of Japan 1 2 3 Incremental Linefeed Insertion into Lecture Transcription for Automatic Captioning Masaki Murata, 1 Tomohiro Ohno 2 and Shigeki Matsubara 3 The development of a captioning system that supports the

More information

1 1 tf-idf tf-idf i

1 1 tf-idf tf-idf i 14 A Method of Article Retrieval Utilizing Characteristics in Newspaper Articles 1055104 2003 1 31 1 1 tf-idf tf-idf i Abstract A Method of Article Retrieval Utilizing Characteristics in Newspaper Articles

More information

1 Table 1: Identification by color of voxel Voxel Mode of expression Nothing Other 1 Orange 2 Blue 3 Yellow 4 SSL Humanoid SSL-Vision 3 3 [, 21] 8 325

1 Table 1: Identification by color of voxel Voxel Mode of expression Nothing Other 1 Orange 2 Blue 3 Yellow 4 SSL Humanoid SSL-Vision 3 3 [, 21] 8 325 社団法人人工知能学会 Japanese Society for Artificial Intelligence 人工知能学会研究会資料 JSAI Technical Report SIG-Challenge-B3 (5/5) RoboCup SSL Humanoid A Proposal and its Application of Color Voxel Server for RoboCup SSL

More information

( )

( ) NAIST-IS-MT1051071 2012 3 16 ( ) Pustejovsky 2 2,,,,,,, NAIST-IS- MT1051071, 2012 3 16. i Automatic Acquisition of Qualia Structure of Generative Lexicon in Japanese Using Learning to Rank Takahiro Tsuneyoshi

More information

09_加藤_紀要_2007

09_加藤_紀要_2007 56 1 19 Bull. Nara Univ. Educ., Vol. 56, No.1 (Cult. & Soc.), 2007 89 19 Research of Japanese Quantifier Expression Making of and Syntax Included QC KATO Hisao (Department of Japanese Linguistics,Nara

More information

IPSJ SIG Technical Report Vol.2016-CE-137 No /12/ e β /α α β β / α A judgment method of difficulty of task for a learner using simple

IPSJ SIG Technical Report Vol.2016-CE-137 No /12/ e β /α α β β / α A judgment method of difficulty of task for a learner using simple 1 2 3 4 5 e β /α α β β / α A judgment method of difficulty of task for a learner using simple electroencephalograph Katsuyuki Umezawa 1 Takashi Ishida 2 Tomohiko Saito 3 Makoto Nakazawa 4 Shigeichi Hirasawa

More information

WikiWeb Wiki Web Wiki 2. Wiki 1 STAR WARS [3] Wiki Wiki Wiki 2 3 Wiki 5W1H 3 2.1 Wiki Web 2.2 5W1H 5W1H 5W1H 5W1H 5W1H 5W1H 5W1H 2.3 Wiki 2015 Informa

WikiWeb Wiki Web Wiki 2. Wiki 1 STAR WARS [3] Wiki Wiki Wiki 2 3 Wiki 5W1H 3 2.1 Wiki Web 2.2 5W1H 5W1H 5W1H 5W1H 5W1H 5W1H 5W1H 2.3 Wiki 2015 Informa 情 報 処 理 学 会 インタラクション 2015 IPSJ Interaction 2015 A17 2015/3/5 Web 1 1 1 Web Web Position and Time based Summary System using Story Style for Web Contents Daichi Ariyama 1 Daichi Ando 1 Shinichi Kasahara

More information

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS IEICE Technical Report IN ( ),

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS IEICE Technical Report IN ( ), THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS IEICE Technical Report IN215-96 (216-1), 5 8585 27 1 E-mail: 122422@mmm.muroran-it.ac.jp, hattori@csse.muroran-it.ac.jp Web Web Web

More information

(MIRU2008) HOG Histograms of Oriented Gradients (HOG)

(MIRU2008) HOG Histograms of Oriented Gradients (HOG) (MIRU2008) 2008 7 HOG - - E-mail: katsu0920@me.cs.scitec.kobe-u.ac.jp, {takigu,ariki}@kobe-u.ac.jp Histograms of Oriented Gradients (HOG) HOG Shape Contexts HOG 5.5 Histograms of Oriented Gradients D Human

More information

組 織 図 NIHU プログラム 現代インド地域研究中心拠点 京都大学大学院アジア アフリカ地域研究研究科 附属現代インド研究センター The Center for the Study of Contemporary India, Graduate School of Asian and Afric

組 織 図 NIHU プログラム 現代インド地域研究中心拠点 京都大学大学院アジア アフリカ地域研究研究科 附属現代インド研究センター The Center for the Study of Contemporary India, Graduate School of Asian and Afric 組 織 図 NIHU プログラム 現代インド地域研究中心拠点 京都大学大学院アジア アフリカ地域研究研究科 附属現代インド研究センター The Center for the Study of Contemporary India, Graduate School of Asian and African Area Studies, Kyoto University 人間文化研究機構 地域研究推進事業

More information

DEIM Forum 2009 E

DEIM Forum 2009 E DEIM Forum 2009 E5-3 464-8601 1 606-8501 464 8601 1 E-mail: lifushi@arch.itc.nagoya-u.ac.jp, mayumi@mm.media.kyoto-u.ac.jp, {hirano,kajita,mase}@itc.nagoya-u.ac.jp Abstract Study on a Recipe Recommendation

More information

Mimehand II[1] [2] 1 Suzuki [3] [3] [4] (1) (2) 1 [5] (3) 50 (4) 指文字, 3% (25 個 ) 漢字手話 + 指文字, 10% (80 個 ) 漢字手話, 43% (357 個 ) 地名 漢字手話 + 指文字, 21

Mimehand II[1] [2] 1 Suzuki [3] [3] [4] (1) (2) 1 [5] (3) 50 (4) 指文字, 3% (25 個 ) 漢字手話 + 指文字, 10% (80 個 ) 漢字手話, 43% (357 個 ) 地名 漢字手話 + 指文字, 21 1 1 1 1 1 1 1 2 transliteration Machine translation of proper names from Japanese to Japanese Sign Language Taro Miyazaki 1 Naoto Kato 1 Hiroyuki Kaneko 1 Seiki Inoue 1 Shuichi Umeda 1 Toshihiro Shimizu

More information

dews2004-final.dvi

dews2004-final.dvi DEWS2004 I-10-04 606 8501 E-mail: {akahoshi,hirotanaka,tanaka}@dl.kuis.kyoto-u.ac.jp A Basic Study on Ubiquitous Hypermedia Model Yuhei AKAHOSHI, Hiroya TANAKA, and Katsumi TANAKA Graduate School of Informatics,

More information

Title 中國宗教文獻研究國際シンポジウム報告書 ( 大規模佛教文獻群に對する確率統計的分析の試み / 師茂樹 ) Author(s) Citation (2004) Issue Date URL Right Typ

Title 中國宗教文獻研究國際シンポジウム報告書 ( 大規模佛教文獻群に對する確率統計的分析の試み / 師茂樹 ) Author(s) Citation (2004) Issue Date URL   Right Typ Title 中國宗教文獻研究國際シンポジウム報告書 ( 大規模佛教文獻群に對する確率統計的分析の試み / 師茂樹 ) Author(s) Citation (2004) Issue Date 2004-12 URL http://hdl.handle.net/2433/65875 Right Type Conference Paper Textversion publisher Kyoto University

More information

17 Multiple video streams control for the synchronous delivery and playback 1085404 2006 3 10 Web IP 1 1 1 3,,, i Abstract Multiple video streams control for the synchronous delivery and playback Yoshiyuki

More information

2014/1 Vol. J97 D No. 1 2 [2] [3] 1 (a) paper (a) (b) (c) 1 Fig. 1 Issues in coordinating translation services. (b) feast feast feast (c) Kran

2014/1 Vol. J97 D No. 1 2 [2] [3] 1 (a) paper (a) (b) (c) 1 Fig. 1 Issues in coordinating translation services. (b) feast feast feast (c) Kran a) b) c) Improving Quality of Pivot Translation by Context in Service Coordination Yohei MURAKAMI a), Rie TANAKA b),andtoruishida c) Web 1. Web 26.8% 30.9% 21.3% 21% 1 n n(n 1) Department of Social Informatics,

More information

wki_shuronn.pdf

wki_shuronn.pdf No. 161 Sentiment Extraction from Live Tweets 2014 3 Twitter Twitter Summary Recently, microblogs such as Twitter become popular, and we can tweet about our own daily life easily. The user who tweets during

More information

SERPWatcher SERPWatcher SERP Watcher SERP Watcher,

SERPWatcher SERPWatcher SERP Watcher SERP Watcher, SERPWatcher 112-8610 2-1-1 112-8610 2-1-1 229-8558 5-10-1 E-mail: nakabe@db.is.ocha.ac.jp, chiemi@is.ocha.ac.jp SERPWatcher SERP Watcher SERP Watcher, SERP Analysis of transition of ranking in SERP Watcher

More information

21 Pitman-Yor Pitman- Yor [7] n -gram W w n-gram G Pitman-Yor P Y (d, θ, G 0 ) (1) G P Y (d, θ, G 0 ) (1) Pitman-Yor d, θ, G 0 d 0 d 1 θ Pitman-Yor G

21 Pitman-Yor Pitman- Yor [7] n -gram W w n-gram G Pitman-Yor P Y (d, θ, G 0 ) (1) G P Y (d, θ, G 0 ) (1) Pitman-Yor d, θ, G 0 d 0 d 1 θ Pitman-Yor G ol2013-nl-214 No6 1,a) 2,b) n-gram 1 M [1] (TG: Tree ubstitution Grammar) [2], [3] TG TG 1 2 a) ohno@ilabdoshishaacjp b) khatano@maildoshishaacjp [4], [5] [6] 2 Pitman-Yor 3 Pitman-Yor 1 21 Pitman-Yor

More information

AP AP AP AP AP AP AP( AP) AP AP( AP) AP AP Air Patrol[1] Air Patrol Cirond AP AP Air Patrol Senser Air Patrol Senser AP AP Air Patrol Senser AP

AP AP AP AP AP AP AP( AP) AP AP( AP) AP AP Air Patrol[1] Air Patrol Cirond AP AP Air Patrol Senser Air Patrol Senser AP AP Air Patrol Senser AP AP AP 1,a) 2,b) LAN LAN AP LAN AP LAN AP Proposal of a System to Estimate the Location of Unknown Wireless APs by Utilizing the Signal Strength and Location Information of the Known APs Yoshiaki Tahara

More information

main.dvi

main.dvi THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE. ( ) Estmaton and Analyss of Topc Models n Tme Seres Japanese / Chnese News and Blogs Shuo HU,LyZHENG, Yusuke

More information

DEIM Forum 2019 C3-5 tweet

DEIM Forum 2019 C3-5 tweet DEIM Forum 2019 C3-5 tweet 163 8677 1 24 2 163 8677 1 24 2 163 8677 1 24 2 E-mail: c515029@ns.kogakuin.ac.jp, cm17051@ns.kogakuin.ac.jp, aki@cc.kogakuin.ac.jp Twitter tweet tweet tweet BoW Doc2vec SVM

More information

Vol.55 No (Jan. 2014) saccess 6 saccess 7 saccess 2. [3] p.33 * B (A) (B) (C) (D) (E) (F) *1 [3], [4] Web PDF a m

Vol.55 No (Jan. 2014) saccess 6 saccess 7 saccess 2. [3] p.33 * B (A) (B) (C) (D) (E) (F) *1 [3], [4] Web PDF   a m Vol.55 No.1 2 15 (Jan. 2014) 1,a) 2,3,b) 4,3,c) 3,d) 2013 3 18, 2013 10 9 saccess 1 1 saccess saccess Design and Implementation of an Online Tool for Database Education Hiroyuki Nagataki 1,a) Yoshiaki

More information

計量国語学 アーカイブ ID KK 種別 特集 招待論文 A タイトル Webコーパスの概念と種類, 利用価値 語史研究の情報源としてのWebコーパス Title The Concept, Types and Utility of Web Corpora: Web Corpora as

計量国語学 アーカイブ ID KK 種別 特集 招待論文 A タイトル Webコーパスの概念と種類, 利用価値 語史研究の情報源としてのWebコーパス Title The Concept, Types and Utility of Web Corpora: Web Corpora as 計量国語学 アーカイブ ID KK300601 種別 特集 招待論文 A タイトル Webコーパスの概念と種類, 利用価値 語史研究の情報源としてのWebコーパス Title The Concept, Types and Utility of Web Corpora: Web Corpora as a Source of Information for Etymological Studies 著者

More information

先端社会研究所紀要 第9号☆/2.島村

先端社会研究所紀要 第9号☆/2.島村 Kwansei Gakuin University Rep Title Author(s) Citation 熊 本 河 原 町 国 際 繊 維 街 の 社 会 史 : 闇 市 から 問 屋 街 そしてア ートの 街 へ Shimamura, Takanori, 島 村, 恭 則 関 西 学 院 大 学 先 端 社 会 研 究 所 紀 要 = Annual review of advanced social

More information

DEIM Forum 2010 A Web Abstract Classification Method for Revie

DEIM Forum 2010 A Web Abstract Classification Method for Revie DEIM Forum 2010 A2-2 305 8550 1 2 305 8550 1 2 E-mail: s0813158@u.tsukuba.ac.jp, satoh@slis.tsukuba.ac.jp Web Abstract Classification Method for Reviews using Degree of Mentioning each Viewpoint Tomoya

More information

IPSJ SIG Technical Report Vol.2010-GN-74 No /1/ , 3 Disaster Training Supporting System Based on Electronic Triage HIROAKI KOJIMA, 1 KU

IPSJ SIG Technical Report Vol.2010-GN-74 No /1/ , 3 Disaster Training Supporting System Based on Electronic Triage HIROAKI KOJIMA, 1 KU 1 2 2 1, 3 Disaster Training Supporting System Based on Electronic Triage HIROAKI KOJIMA, 1 KUNIAKI SUSEKI, 2 KENTARO NAGAHASHI 2 and KEN-ICHI OKADA 1, 3 When there are a lot of injured people at a large-scale

More information

2 : Open Clip Art Library [4] 2 3 4 5 6 2. 2 2. 1 Microsoft Office PowerPoint Web PowerPoint 2 Yahoo! Web [5] SlideShare 2. 1. 1 Yahoo! Web Yahoo! Web

2 : Open Clip Art Library [4] 2 3 4 5 6 2. 2 2. 1 Microsoft Office PowerPoint Web PowerPoint 2 Yahoo! Web [5] SlideShare 2. 1. 1 Yahoo! Web Yahoo! Web DEWS2008 E4-4 606-8501 E-mail: {hsato,oyama,tanaka}@dl.kuis.kyoto-u.ac.jp.. Supporting the Selection of Images Based on Referential Semantics from Surrounding Information of the Image in Presentation Files

More information

Vol.2.indb

Vol.2.indb 74 Migration Policy Review 2010 Vol.2 75 76 Migration Policy Review 2010 Vol.2 77 78 Migration Policy Review 2010 Vol.2 79 80 Migration Policy Review 2010 Vol.2 81 82 Migration Policy Review 2010 Vol.2

More information

Web Web Web Web i

Web Web Web Web i 28 Research of password manager using pattern lock and user certificate 1170369 2017 2 28 Web Web Web Web i Abstract Research of password manager using pattern lock and user certificate Takuya Mimoto In

More information

本文.indd

本文.indd 35 1 2013 4 Reprinted From THE RESEARCH BULLETIN OF THE FACULTY OF EDUCATION AND WELFARE SCIENCE, OITA UNIVERSITY Vol. 35, No. 1April 2013 OITA, JAPAN Res. Bull. Fac. Educ.Welf. Sci., Oita Univ. 17 7 3

More information

P2P P2P peer peer P2P peer P2P peer P2P i

P2P P2P peer peer P2P peer P2P peer P2P i 26 P2P Proposed a system for the purpose of idle resource utilization of the computer using the P2P 1150373 2015 2 27 P2P P2P peer peer P2P peer P2P peer P2P i Abstract Proposed a system for the purpose

More information

自然言語処理16_2_45

自然言語処理16_2_45 FileMaker Pro E-learning GUI Phrase Reading Cloze. E-learning Language Processing Technology and Educational Material Development Generating English Educational Material using a Database Software Kenichi

More information

Haiku Generation Based on Motif Images Using Deep Learning Koki Yoneda 1 Soichiro Yokoyama 2 Tomohisa Yamashita 2 Hidenori Kawamura Scho

Haiku Generation Based on Motif Images Using Deep Learning Koki Yoneda 1 Soichiro Yokoyama 2 Tomohisa Yamashita 2 Hidenori Kawamura Scho Haiku Generation Based on Motif Images Using Deep Learning 1 2 2 2 Koki Yoneda 1 Soichiro Yokoyama 2 Tomohisa Yamashita 2 Hidenori Kawamura 2 1 1 School of Engineering Hokkaido University 2 2 Graduate

More information

DEIM Forum 2009 C8-4 QA NTT QA QA QA 2 QA Abstract Questions Recomme

DEIM Forum 2009 C8-4 QA NTT QA QA QA 2 QA Abstract Questions Recomme DEIM Forum 2009 C8-4 QA NTT 239 0847 1 1 E-mail: {kabutoya.yutaka,kawashima.harumi,fujimura.ko}@lab.ntt.co.jp QA QA QA 2 QA Abstract Questions Recommendation Based on Evolution Patterns of a QA Community

More information

(2008) JUMAN *1 (, 2000) google MeCab *2 KH coder TinyTextMiner KNP(, 2000) google cabocha(, 2001) JUMAN MeCab *1 *2 h

(2008) JUMAN *1 (, 2000) google MeCab *2 KH coder TinyTextMiner KNP(, 2000) google cabocha(, 2001) JUMAN MeCab *1  *2 h The Society for Economic Studies The University of Kitakyushu Working Paper Series No. 2011-12 (accepted in March 30, 2012) () (2009b) 19 (2003) 1980 PC 1990 (, 2009) (2001) (2004) KH coder (2009) TinyTextMiner

More information

finalrep.dvi

finalrep.dvi 18 Building a Knowledge Management System for Acquiring Wisdom of Crowds 1095701 2007 3 16 Blog Wiki Web Web Web i Abstract Building a Knowledge Management System for Acquiring Wisdom of Crowds Kazunori

More information

吉田 今めかし 小考 30

吉田 今めかし 小考 30 29 総合研究大学院大学文化科学研究科日本文学研究専攻吉田小百合 吉田 今めかし 小考 30 31 吉田 今めかし 小考 32 娍 娍 33 娍 娍 娍 吉田 今めかし 小考 34 娍 35 吉田 今めかし 小考 36 37 吉田 今めかし 小考 38 娍 39 吉田 今めかし 小考 40 41 吉田 今めかし 小考 42 娍 娍 娍 43 吉田 今めかし 小考 The Term imamekashi

More information

..,,,, , ( ) 3.,., 3.,., 500, 233.,, 3,,.,, i

..,,,, , ( ) 3.,., 3.,., 500, 233.,, 3,,.,, i 25 Feature Selection for Prediction of Stock Price Time Series 1140357 2014 2 28 ..,,,,. 2013 1 1 12 31, ( ) 3.,., 3.,., 500, 233.,, 3,,.,, i Abstract Feature Selection for Prediction of Stock Price Time

More information

IT i

IT i 27 The automatic extract of know-how search tag using a thesaurus 1160374 2016 2 26 IT i Abstract The automatic extract of know-how search tag using a thesaurus In recent years, a number of organizational

More information

平成○○年度知能システム科学専攻修士論文

平成○○年度知能システム科学専攻修士論文 A Realization of Robust Agents in an Agent-based Virtual Market Makio Yamashige 3 7 A Realization of Robust Agents in an Agent-based Virtual Market Makio Yamashige Abstract There are many people who try

More information

1 4 4 [3] SNS 5 SNS , ,000 [2] c 2013 Information Processing Society of Japan

1 4 4 [3] SNS 5 SNS , ,000 [2] c 2013 Information Processing Society of Japan SNS 1,a) 2 3 3 2012 3 30, 2012 10 10 SNS SNS Development of Firefighting Knowledge Succession Support SNS in Tokyo Fire Department Koutarou Ohno 1,a) Yuki Ogawa 2 Hirohiko Suwa 3 Toshizumi Ohta 3 Received:

More information

九州大学学術情報リポジトリ Kyushu University Institutional Repository 看護師の勤務体制による睡眠実態についての調査 岩下, 智香九州大学医学部保健学科看護学専攻 出版情報 : 九州大学医学部保健学

九州大学学術情報リポジトリ Kyushu University Institutional Repository 看護師の勤務体制による睡眠実態についての調査 岩下, 智香九州大学医学部保健学科看護学専攻   出版情報 : 九州大学医学部保健学 九州大学学術情報リポジトリ Kyushu University Institutional Repository 看護師の勤務体制による睡眠実態についての調査 岩下, 智香九州大学医学部保健学科看護学専攻 https://doi.org/10.15017/4055 出版情報 : 九州大学医学部保健学科紀要. 8, pp.59-68, 2007-03-12. 九州大学医学部保健学科バージョン : 権利関係

More information

Fig. 2 Signal plane divided into cell of DWT Fig. 1 Schematic diagram for the monitoring system

Fig. 2 Signal plane divided into cell of DWT Fig. 1 Schematic diagram for the monitoring system Study of Health Monitoring of Vehicle Structure by Using Feature Extraction based on Discrete Wavelet Transform Akihisa TABATA *4, Yoshio AOKI, Kazutaka ANDO and Masataka KATO Department of Precision Machinery

More information

1. [5] Wikipedia 4. ( ) Wikipedia 5. 3 ( ) ( ) ( ) Wikipedia ( ) ( ) 2.2 Global Database of Events, Language and Tone (GDELT) Global Datab

1. [5] Wikipedia 4. ( ) Wikipedia 5. 3 ( ) ( ) ( ) Wikipedia ( ) ( ) 2.2 Global Database of Events, Language and Tone (GDELT) Global Datab GDELT Multifacet comparative analysis of newspaper articles from different conutries - Analysis based on Global Database of Events, Language and Tone (GDELT) - 1 2 Masaharu Yoshioka 1 Noriko Kando 2 1

More information

_314I01BM浅谷2.indd

_314I01BM浅谷2.indd 587 ネットワークの表現学習 1 1 1 1 Deep Learning [1] Google [2] Deep Learning [3] [4] 2014 Deepwalk [5] 1 2 [6] [7] [8] 1 2 1 word2vec[9] word2vec 1 http://www.ai-gakkai.or.jp/my-bookmark_vol31-no4 588 31 4 2016

More information

JFE.dvi

JFE.dvi ,, Department of Civil Engineering, Chuo University Kasuga 1-13-27, Bunkyo-ku, Tokyo 112 8551, JAPAN E-mail : atsu1005@kc.chuo-u.ac.jp E-mail : kawa@civil.chuo-u.ac.jp SATO KOGYO CO., LTD. 12-20, Nihonbashi-Honcho

More information

Modal Phrase MP because but 2 IP Inflection Phrase IP as long as if IP 3 VP Verb Phrase VP while before [ MP MP [ IP IP [ VP VP ]]] [ MP [ IP [ VP ]]]

Modal Phrase MP because but 2 IP Inflection Phrase IP as long as if IP 3 VP Verb Phrase VP while before [ MP MP [ IP IP [ VP VP ]]] [ MP [ IP [ VP ]]] 30 4 2016 3 pp.195-209. 2014 N=23 (S)AdvOV (S)OAdvV 2 N=17 (S)OAdvV 2014 3, 2008 Koizumi 1993 3 MP IP VP 1 MP 2006 2002 195 Modal Phrase MP because but 2 IP Inflection Phrase IP as long as if IP 3 VP Verb

More information

4. C i k = 2 k-means C 1 i, C 2 i 5. C i x i p [ f(θ i ; x) = (2π) p 2 Vi 1 2 exp (x µ ] i) t V 1 i (x µ i ) 2 BIC BIC = 2 log L( ˆθ i ; x i C i ) + q

4. C i k = 2 k-means C 1 i, C 2 i 5. C i x i p [ f(θ i ; x) = (2π) p 2 Vi 1 2 exp (x µ ] i) t V 1 i (x µ i ) 2 BIC BIC = 2 log L( ˆθ i ; x i C i ) + q x-means 1 2 2 x-means, x-means k-means Bayesian Information Criterion BIC Watershed x-means Moving Object Extraction Using the Number of Clusters Determined by X-means Clustering Naoki Kubo, 1 Kousuke

More information

untitled

untitled 580 26 5 SP-G 2011 AI An Automatic Question Generation Method for a Local Councilor Search System Yasutomo KIMURA Hideyuki SHIBUKI Keiichi TAKAMARU Hokuto Ototake Tetsuro KOBAYASHI Tatsunori MORI Otaru

More information

日本語教育紀要 7/pdf用 表紙

日本語教育紀要 7/pdf用 表紙 JF JF NC JF JF NC peer JF Can-do JF JF http : // jfstandard.jpjf Can-doCommon European Framework of Reference for Languages : learning, teaching,assessment CEFR AABBCC CEFR ABB A A B B B B Can-do CEFR

More information

Q-Learning Support-Vector-Machine NIKKEI NET Infoseek MSN 10 1 12 22 170 121 10 9 15 12 22 85 2 85 10 i

Q-Learning Support-Vector-Machine NIKKEI NET Infoseek MSN 10 1 12 22 170 121 10 9 15 12 22 85 2 85 10 i 21 Stock price forecast using text mining 1100323 2010 3 1 Q-Learning Support-Vector-Machine NIKKEI NET Infoseek MSN 10 1 12 22 170 121 10 9 15 12 22 85 2 85 10 i Abstract Stock price forecast using text

More information

02™ƒ‚º†E“r‹ä†EŁ¿àV

02™ƒ‚º†E“r‹ä†EŁ¿àV A Report on Assessment Guidance at Clinical PracticePart1 Keiko NakamuraYoshiko AraiKiyomi Karasawa NIIGATA SEIRYO UNIVERSITY DEPARTMENT OF NURSING Abstract This paper analyzes the records of clinical

More information

63 Author s Address: A Study on the Activities and Characteristics of Johnny s fans in china WEI Ran, LU Yijing Foreign Lang

63 Author s  Address: A Study on the Activities and Characteristics of Johnny s fans in china WEI Ran, LU Yijing Foreign Lang 63 Author s E-mail Address: weiran@bfsu.edu.cn A Study on the Activities and Characteristics of Johnny s fans in china WEI Ran, LU Yijing Foreign Language Education Center, Kobe Shoin Women s University

More information

大学における原価計算教育の現状と課題

大学における原価計算教育の現状と課題 1 1.1 1.2 1.3 2 2.1 2.2 3 3.1 3.2 3.3 2014a 50 ABC Activity Based Costing LCC Lifecycle Costing MFCA Material Flow Cost Accounting 2 2 2016 9 1 2 3 2014b 2005 2014b 2000 1 2 1962 5 1 3 2 3 4 5 50 2012

More information

P2P Web Proxy P2P Web Proxy P2P P2P Web Proxy P2P Web Proxy Web P2P WebProxy i

P2P Web Proxy P2P Web Proxy P2P P2P Web Proxy P2P Web Proxy Web P2P WebProxy i 27 Verification of the usefulness of the data distribution method by browser cache sharing 1160285 2016 2 26 P2P Web Proxy P2P Web Proxy P2P P2P Web Proxy P2P Web Proxy Web P2P WebProxy i Abstract Verification

More information

NINJAL Research Papers No.10

NINJAL Research Papers No.10 (NINJAL Research Papers) 10: 55 84 (2016) ISSN: 2186-134X print/2186-1358 online 55 SP SP * SP 1. 10 1978 231890 361903 SP 21 SP * 2015 5 16 56 10: 55 84 (2016) SP 19961987 2. 171884 1983 1965 1977 1962

More information

[4], [5] [6] [7] [7], [8] [9] 70 [3] 85 40% [10] Snowdon 50 [5] Kemper [3] 2.2 [11], [12], [13] [14] [15] [16]

[4], [5] [6] [7] [7], [8] [9] 70 [3] 85 40% [10] Snowdon 50 [5] Kemper [3] 2.2 [11], [12], [13] [14] [15] [16] 1,a) 1 2 1 12 1 2Type Token 2 1 2 1. 2013 25.1% *1 2012 8 2010 II *2 *3 280 2025 323 65 9.3% *4 10 18 64 47.6 1 Center for the Promotion of Interdisciplinary Education and Research, Kyoto University 2

More information

1: ( 1) 3 : 1 2 4

1: ( 1) 3 : 1 2 4 RippleDesk Using Ripples to Represent Conversational Noise on Internet Shigaku Iwabuchi Takaomi Hisamatsu Shin Takahashi Buntarou Shizuki Kazuo Misue Jiro Tanaka Department of Comupter Science, University

More information

untitled

untitled DEIM Forum 2019 B3-3 305 8573 1-1-1 305 8573 1-1-1 ( ) 151-0053 1-3-15 6F word2vec, An Interface for Browsing Topics of Know-How Sites Shuto KAWABATA, Ohkawa YOUHEI,WenbinNIU,ChenZHAO, Takehito UTSURO,and

More information

<303288C991BD946797C797592E696E6464>

<303288C991BD946797C797592E696E6464> 175 71 5 19 / 100 20 20 309 133 72 176 62 3 8 2009 2002 1 2 3 1 8 1 20 1 2 + 0.4952 1 2 http://www.mtwa.or.jp/ h19mokuji.html 20 100 146 0 6,365 359 111 0 38,997 11,689 133,960 36,830 76,177 155,684 18,068

More information

対朝鮮人絹織物移出と繊維専門商社の生産過程への進出

対朝鮮人絹織物移出と繊維専門商社の生産過程への進出 73 73 1930 1 1930 1920 1920 1 1975 1974 2003-21 pp.31-53 2005 pp.33-74 1998-16 pp.63-91 2005 2 pp.39-72 74 74 59 1 2 3 1 4 1 1920 1930 2 2 pp.168-171 3 1974 pp.353-660 1991-15 2 pp.25-38 1995-61 3 pp.32-61

More information

202

202 201 Presenteeism 202 203 204 Table 1. Name Elements of Work Productivity Targeted Populations Measurement items of Presenteeism (Number of Items) Reliability Validity α α 205 α ä 206 Table 2. Factors of

More information

x i 2 x x i i 1 i xi+ 1xi+ 2x i+ 3 健康児に本剤を接種し ( 窓幅 3 n-gram 長の上限 3 の場合 ) 文字 ( 種 )1-gram: -3/ 児 (K) -2/ に (H) -1/ 本 (K) 1/ 剤 (K) 2/ を (H) 3/ 接 (K) 文字 (

x i 2 x x i i 1 i xi+ 1xi+ 2x i+ 3 健康児に本剤を接種し ( 窓幅 3 n-gram 長の上限 3 の場合 ) 文字 ( 種 )1-gram: -3/ 児 (K) -2/ に (H) -1/ 本 (K) 1/ 剤 (K) 2/ を (H) 3/ 接 (K) 文字 ( 1. 2 1 NEUBIG Graham 1 1 1 Improving Part-of-Speech Tagging by Combining Pointwise and Sequence-based Predictors Yosuke NAKATA, 1 Graham NEUBIG, 1 Shinsuke MORI 1 and Tatsuya KAWAHARA 1 This paper proposes

More information

Web Web [4] Web Web [5] Web 2 Web 3 4 Web Web 2.1 Web Web Web Web Web 2.2 Web Web Web *1 Web * 2*3 Web 3. [6] [7] [8] 4. Web 4.1 Web Web *1 Ama

Web Web [4] Web Web [5] Web 2 Web 3 4 Web Web 2.1 Web Web Web Web Web 2.2 Web Web Web *1 Web * 2*3 Web 3. [6] [7] [8] 4. Web 4.1 Web Web *1 Ama 1 2 2 3 Web Web A product recommender system based on knowledge on situations, functions, and series of products: Implementation and evaluation of the prototype system Abstract: The aim of this study is

More information

人工知能学会研究会資料 SIG-KBS-B Analysis of Voting Behavior in One Night Werewolf 1 2 Ema Nishizaki 1 Tomonobu Ozaki Graduate School of Integrated B

人工知能学会研究会資料 SIG-KBS-B Analysis of Voting Behavior in One Night Werewolf 1 2 Ema Nishizaki 1 Tomonobu Ozaki Graduate School of Integrated B 人工知能学会研究会資料 SIG-KBS-B508-09 Analysis of Voting Behavior in One Night Werewolf 1 2 Ema Nishizaki 1 Tomonobu Ozaki 2 1 1 Graduate School of Integrated Basic Sciences, Nihon University 2 2 College of Humanities

More information

29 jjencode JavaScript

29 jjencode JavaScript Kochi University of Technology Aca Title jjencode で難読化された JavaScript の検知 Author(s) 中村, 弘亮 Citation Date of 2018-03 issue URL http://hdl.handle.net/10173/1975 Rights Text version author Kochi, JAPAN http://kutarr.lib.kochi-tech.ac.jp/dspa

More information

IPSJ SIG Technical Report Vol.2014-IOT-27 No.14 Vol.2014-SPT-11 No /10/10 1,a) 2 zabbix Consideration of a system to support understanding of f

IPSJ SIG Technical Report Vol.2014-IOT-27 No.14 Vol.2014-SPT-11 No /10/10 1,a) 2 zabbix Consideration of a system to support understanding of f 1,a) 2 zabbix Consideration of a system to support understanding of fault occurrences based on the similarity of the time series Miyaza Nao 1,a) Masuda Hideo 2 Abstract: With the development of network

More information

untitled

untitled JAIS 1 2 1 2 In this paper, we focus on the pauses that partly characterize the utterances of simultaneous interpreters, and attempt to analyze the results of experiments conducted using human subjects

More information

CJL NEWS VOL.18 2005 JANUARY contents

CJL NEWS VOL.18 2005 JANUARY contents CJL NEWS VOL.18 2005 JANUARY contents 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Information http://bbs12.otd.co.jp/1223567/bbs_plain Information Information 16 CENTER FOR JAPANESE LANGUAGE WASEDA UNIVERSITY

More information

3 4 26 1980 1 WWW 26! 3, ii 4 7!! 4 2010 8 1. 1.1... 1 1.2... 2 1.3... 3 1.4... 7 1.5... 9... 9 2. 2.1... 10 2.2... 13 2.3... 16 2.4... 18... 21 3. 3.1... 22 3.2... 24 3.3... 33... 38 iv 4. 4.1... 39 4.2...

More information

The Japanese Journal of Experimental Social Psychology. 2003, Vol. 42, No. 2, 146-165 Discoursive Strategy for the Commitment to Adoption with Infants Who Had Been Reared at Residential

More information

Vol. 48 No. 3 Mar PM PM PMBOK PM PM PM PM PM A Proposal and Its Demonstration of Developing System for Project Managers through University-Indus

Vol. 48 No. 3 Mar PM PM PMBOK PM PM PM PM PM A Proposal and Its Demonstration of Developing System for Project Managers through University-Indus Vol. 48 No. 3 Mar. 2007 PM PM PMBOK PM PM PM PM PM A Proposal and Its Demonstration of Developing System for Project Managers through University-Industry Collaboration Yoshiaki Matsuzawa and Hajime Ohiwa

More information